The scent of freshly baked bread filled the small bakery, a symphony of warm, yeasty aromas. Amelia carefully arranged the blueberry muffins in a display case, her movements fluid and efficient. A smile played on her lips as she surveyed her creations, a quiet sense of satisfaction radiating from her.

A letter arrived that morning, a long-overdue apology from her estranged sister, Claire. The words, written in a shaky hand, spilled out a story of regret and self-awareness. The past, filled with years of pain, suddenly seemed less heavy.

She turned back to her work, feeling a lightness in her limbs. The bell above the door chimed, announcing a customer, but Amelia barely registered it. She was too busy picturing the two of them, finally mending their broken bond. It was as if a long, dark shadow had lifted.

Emotion: happy

Cluster: Positive / Joy
PC1 (Valence): 3.98 Positive
PC2 (Disposition): -1.14

Role in Research

This story is one of 1,000 stories generated for the emotion happy. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 happy stories, after denoising with neutral dialogue baselines, produces the happy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the happy vector is projected through the unembedding matrix.

Promoted:
la0.676
excitedly0.533
enthusi0.505
de0.498
๐Ÿคฉ0.495
Suppressed:
S-0.896
๐Ÿ˜ž-0.430
ness-0.410
ใใ‚Œใงใ‚‚-0.387
L-0.379